Everyone has there own preferences, but I'd look into uv if I were you. It allows you to specify the python version, and for scripts you can even specify the python version as part of the shebang
uv is literally the goat except I haven't able to make vllm work in uv for some reason. Though aside from that, I think I need to use shebang more because I don't use it as often right now.